Table of Contents

• Learning Statistical Correlation of Prostate Deformations for Fast RegistrationYonghong Shi, Shu Liao, Dinggang Shen. 1-9 [doi]
• Automatic Segmentation of Vertebrae from Radiographs: A Sample-Driven Active Shape Model ApproachPeter Mysling, Kersten Petersen, Mads Nielsen, Martin Lillholm. 10-17 [doi]
• Computer-Assisted Intramedullary Nailing Using Real-Time Bone Detection in 2D Ultrasound ImagesAgnès Masson-Sibut, Amir Nakib, Eric Petit, François Leitner. 18-25 [doi]
• Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older AdultsRoman Filipovych, Susan M. Resnick, Christos Davatzikos. 26-34 [doi]
• Automated Selection of Standardized Planes from Ultrasound VolumeBahbibi Rahmatullah, Aris Papageorghiou, J. Alison Noble. 35-42 [doi]
• Maximum Likelihood and James-Stein Edge Estimators for Left Ventricle Tracking in 3D EchocardiographyEngin Dikici, Fredrik Orderud. 43-50 [doi]
• A Locally Deformable Statistical Shape ModelCarsten Last, Simon Winkelbach, Friedrich M. Wahl, Klaus W. G. Eichhorn, Friedrich Bootz. 51-58 [doi]
• Monte Carlo Expectation Maximization with Hidden Markov Models to Detect Functional Networks in Resting-State fMRIWei Liu, Suyash P. Awate, Jeffrey S. Anderson, Deborah Yurgelun-Todd, P. Thomas Fletcher. 59-66 [doi]
• DCE-MRI Analysis Using Sparse Adaptive RepresentationsGabriele Chiusano, Alessandra Staglianò, Curzio Basso, Alessandro Verri. 67-74 [doi]
• Learning Optical Flow Propagation Strategies Using Random Forests for Fast Segmentation in Dynamic 2D & 3D EchocardiographyMichael Verhoek, Mohammad Yaqub, John McManigle, J. Alison Noble. 75-82 [doi]
• A Non-rigid Registration Framework That Accommodates Pathology DetectionChao Lu, James S. Duncan. 83-90 [doi]
• Segmentation Based Features for Lymph Node Detection from 3-D Chest CTJohannes Feulner, Shaohua Kevin Zhou, Matthias Hammon, Joachim Hornegger, Dorin Comaniciu. 91-99 [doi]
• Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context ModelsMinjeong Kim, Guorong Wu, Wei Li, Li Wang 0026, Young-Don Son, Zang Hee Cho, Dinggang Shen. 100-108 [doi]
• Texture Analysis by a PLS Based Method for Combined Feature Extraction and SelectionJoselene Marques, Erik Dam. 109-116 [doi]
• An Effective Supervised Framework for Retinal Blood Vessel Segmentation Using Local Standardisation and BaggingUyen T. V. Nguyen, Alauddin Bhuiyan, Kotagiri Ramamohanarao, Laurence A. F. Park. 117-125 [doi]
• Automated Identification of Thoracolumbar Vertebrae Using Orthogonal Matching PursuitTao Wu, Bing Jian, Xiang Sean Zhou. 126-133 [doi]
• Segmentation of Skull Base Tumors from MRI Using a Hybrid Support Vector Machine-Based MethodJiayin Zhou, Qi Tian, Vincent Chong, Wei Xiong, Weimin Huang, Zhimin Wang. 134-141 [doi]
• Spatial Nonparametric Mixed-Effects Model with Spatial-Varying Coefficients for Analysis of PopulationsJuan David Ospina, Oscar Acosta, Gaël Dréan, Guillaume Cazoulat, Antoine Simon, Juan Carlos Correa, Pascal Haigron, Renaud de Crevoisier. 142-150 [doi]
• A Machine Learning Approach to Tongue Motion Analysis in 2D Ultrasound Image SequencesLisa Tang, Ghassan Hamarneh, Tim Bressmann. 151-158 [doi]
• Random Forest-Based Manifold Learning for Classification of Imaging Data in DementiaKatherine R. Gray, Paul Aljabar, Rolf A. Heckemann, Alexander Hammers, Daniel Rueckert. 159-166 [doi]
• Probabilistic Graphical Model of SPECT/MRIStefano Pedemonte, Alexandre Bousse, Brian F. Hutton, Simon R. Arridge, Sébastien Ourselin. 167-174 [doi]
• Directed Graph Based Image RegistrationHongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, Dinggang Shen. 175-183 [doi]
• Improving the Classification Accuracy of the Classic RF Method by Intelligent Feature Selection and Weighted Voting of Trees with Application to Medical Image SegmentationMohammad Yaqub, M. Kassim Javaid, Cyrus Cooper, J. Alison Noble. 184-192 [doi]
• Network-Based Classification Using Cortical Thickness of AD PatientsDai Dai, Huiguang He, Joshua T. Vogelstein, Zengguang Hou. 193-200 [doi]
• Anatomical Regularization on Statistical Manifolds for the Classification of Patients with Alzheimer's DiseaseRémi Cuingnet, Joan Alexis Glaunès, Marie Chupin, Habib Benali, Olivier Colliot. 201-208 [doi]
• Rapidly Adaptive Cell Detection Using Transfer Learning with a Global ParameterNhat Rich Nguyen, Eric Norris, Mark G. Clemens, Min C. Shin. 209-216 [doi]
• Automatic Morphological Classification of Lung Cancer Subtypes with Boosting Algorithms for Optimizing TherapyChing-Wei Wang, Cheng-Ping Yu. 217-224 [doi]
• Hot Spots Conjecture and Its Application to Modeling Tubular StructuresMoo K. Chung, Seongho Seo, Nagesh Adluru, Houri K. Vorperian. 225-232 [doi]
• Fuzzy Statistical Unsupervised Learning Based Total Lesion Metabolic Activity Estimation in Positron Emission Tomography ImagesJose George, Kathleen Vunckx, Sabine Tejpar, Christophe Deroose, Johan Nuyts, Dirk Loeckx, Paul Suetens. 233-240 [doi]
• Predicting Clinical Scores Using Semi-supervised Multimodal Relevance Vector RegressionBo Cheng, Daoqiang Zhang, Songcan Chen, Dinggang Shen. 241-248 [doi]
• Automated Cephalometric Landmark Localization Using Sparse Shape and Appearance ModelsJohannes Keustermans, Dirk Smeets, Dirk Vandermeulen, Paul Suetens. 249-256 [doi]
• A Comparison Study of Inferences on Graphical Model for Registering Surface Model to 3D ImageYoshihide Sawada, Hidekata Hontani. 257-264 [doi]
• A Large-Scale Manifold Learning Approach for Brain Tumor Progression PredictionLoc Tran, Debrup Banerjee, Xiaoyan Sun, Jihong Wang, Ashok J. Kumar, David Vinning, Frederic D. McKenzie, Yaohang Li, Jiang Li. 265-272 [doi]
• Automated Detection of Major Thoracic Structures with a Novel Online Learning MethodNima Tajbakhsh, Hong Wu, Wenzhe Xue, Jianming Liang. 273-281 [doi]
• Accurate Regression-Based 4D Mitral Valve Surface Reconstruction from 2D+t MRI SlicesDime Vitanovski, Alexey Tsymbal, Razvan Ioan Ionasec, Michaela Schmidt, Andreas Greiser, Edgar Mueller, Xiaoguang Lu, Gareth Funka-Lea, Joachim Hornegger, Dorin Comaniciu. 282-290 [doi]
• Tree Structured Model of Skin Lesion Growth Pattern via Color Based Cluster AnalysisSina KhakAbi, Tim K. Lee, M. Stella Atkins. 291-299 [doi]
• Subject-Specific Cardiac Segmentation Based on Reinforcement Learning with Shape InstantiationLichao Wang, Su-Lin Lee, Robert D. Merrifield, Guang-Zhong Yang. 300-307 [doi]
• Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed SmoothnessLei Xu 0006, Branislav Stojkovic, Hu Ding, Qi Song, Xiaodong Wu, Milan Sonka, Jinhui Xu. 308-316 [doi]
• Automated Nuclear Segmentation of Coherent Anti-Stokes Raman Scattering Microscopy Images by Coupling Superpixel Context Information with Artificial Neural NetworksAhmad A. Hammoudi, Fuhai Li, Liang Gao, Zhiyong Wang, Michael J. Thrall, Yehia Massoud, Stephen T. C. Wong. 317-325 [doi]
• 3D Segmentation in CT Imagery with Conditional Random Fields and Histograms of Oriented GradientsChetan Bhole, Nicholas Morsillo, Christopher J. Pal. 326-334 [doi]
• Automatic Human Knee Cartilage Segmentation from Multi-contrast MR Images Using Extreme Learning Machines and Discriminative Random FieldsKunlei Zhang, Wenmiao Lu. 335-343 [doi]
• MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer's DiseaseDaoqiang Zhang, Dinggang Shen. 344-351 [doi]
• Classifying Small Lesions on Breast MRI through Dynamic Enhancement Pattern CharacterizationMahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Andrzej Król, Axel Wismüller. 352-359 [doi]
• Computer-Aided Detection of Polyps in CT Colonography with Pixel-Based Machine Learning TechniquesJianwu Xu, Kenji Suzuki. 360-367 [doi]